Dimension Estimation of Rectangular Cracks Using Impedance Changes of the Eddy Current Probe with a Neural Network

 

A. Babaei¹, A. A. Suratgar², A. H. Salemi³

 

¹ Faculty member of Islamic Azad University, Khomein Branch, Khomein, Iran.

² Assistant Professor, Electrical Engineering Department, Amirkabir University of Technology, Tehran, Iran.

² Assistant Professor, Electrical Engineering Department, Arak University, Arak, Iran.

³ Assistant Professor, Electrical Engineering Department, Islamic Azad University, Arak Branch, Arak, Iran.

 

ABSTRACT

In this paper a method for estimating the dimension of rectangular cracks is proposed. The use of Eddy current (EC) nondestructive testing (NDT) based on probe impedance changes on the crack regions is considered. The artificial neural network estimates the dimension of new cracks using impedance changes of the eddy current probe. The experimental results and finite element method (FEM) results are used for training the artificial neural network. By increasing the number of experiments, the results of the finite element method are not necessary. The simulation results are very promising.

Keywords: nondestructive testing, eddy current, artificial neural network, finite element method, rectangular crack.

 

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